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1. ML-Cloud-LLM-Inference-Frameworks/LLM-inference-optimization-eval ML-Cloud-LLM-Inference-Frameworks/LLM-inference-optimization-eval Public

   This project benchmarks four LLM serving setups on Mistral-7B-Instruct-v0.3 + AG News along three axes: latency, throughput, GPU efficiency. This repo also ships a live web UI that runs the compari…

   Python

2. cloud_experiment_project cloud_experiment_project Public

   Course project on performance modeling and analysis of neural network training across GPU environments.

   Python

3. chuanbinp/uncertainty-aware-inference chuanbinp/uncertainty-aware-inference Public

   We systematically study how post-training quantization (PTQ) affects LLM confidence calibration across multiple architectures and scales, and whether knowledge distillation can recover lost calibra…

   Jupyter Notebook 1

4. Pi5-LLM Pi5-LLM Public

   A fully offline, tool-using LLM agent running end-to-end on a battery-powered Raspberry Pi 5 with Qwen3.5 2B and llama.cpp.

   Python 1

5. kaggle-hotel-demand kaggle-hotel-demand Public

   Jupyter Notebook